BANA409 - Fall 2026

Python and VS Code Setup Introduction to AI and ML Python Basics Numpy Pandas Matplotlib Kaggle Data Preprocessing Decision Tree

Baseline Prediction

Model Evaluation

Code Management

Linear Regression

Gradient Descent Ensemble Learning

Introduction to AI and ML

How to unzip files: https://www.hostinger.com/tutorials/how-to-unzip-files

A customer churn mini demo:

You need to download the following two files and unzip them into the folder you created for VS Code:

churn-mini.csv.zip

churn-mini-model.ipynb.zip

Python and VS Code Setup

We use uv to manage Python and Python packages in this course. uv is a single fast tool that replaces python, pip, and virtualenv — it installs the Python…

Python Basics

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